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Linear algebra cheat sheet for deep learning – Towards Data Science – Medium
While participating in Jeremy Howard’s excellent deep learning course I realized I was a little rusty on the prerequisites and my fuzziness was impacting my ability to understand concepts like…
linear-algebra  python  numpy 
7 days ago by sidmitra
SciPy’s new LowLevelCallable is a game-changer | I Love Symposia!
Use low level Numba function inside high level scipy algorithm, using a new scipy callback feature.
python  numba  hpc  tutorial  numpy 
15 days ago by cells
Dask — dask 0.14.0 documentation
Dask is a flexible parallel computing library for analytic computing.

Dask emphasizes the following virtues:

Familiar: Provides parallelized NumPy array and Pandas DataFrame objects

Flexible: Provides a task scheduling interface for more custom workloads and integration with other projects.

Native: Enables distributed computing in Pure Python with access to the PyData stack.

Fast: Operates with low overhead, low latency, and minimal serialization necessary for fast numerical algorithms

Scales up: Runs resiliently on clusters with 1000s of cores

Scales down: Trivial to set up and run on a laptop in a single process

Responsive: Designed with interactive computing in mind it provides rapid feedback and diagnostics to aid humans
data  analysis  python  parallel  spark  numpy 
18 days ago by ianmclaury

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